Clara Cao's repositories
Machine-Learning-Style-Transfer
Use a pre-trained VGG19 Net to extract content or style features from a passed-in image. Then formalize the idea of content and style losses and use those to iteratively update target image until getting a good result.
Bike-Sharing
My first project in Udacity Deep learning Nanodegree : Build a neural network from scratch to predict the number of bikeshare users in a given day
Reinforcement_Learning_Gridworld
Implement gridworld using OpenAi gym specification. Sample the dynamics of gridworld under a random policy and estimate state-value function like in example 3.5 on Page 60 of Sutton and Barto.
Dog-Breed-Identification
An algorithm that could be used as part of a mobile or web app to determine whether the image contains human, dog or neither. Return the predicted breed if a dog is detected and the resembling dog breed if human is detected.
ECE-551
C++
ece590hineman
Repository for course materials for ECE 590 Scalable Reinforcement Learning
Grokking-Deep-Learning
this repository accompanies my forthcoming book "Grokking Deep Learning"
gym-duckietown
Self-driving car simulator for the Duckietown universe
gym-grid
A simple Gridworld environment for Open AI gym
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.